algorithmiaio/model-deployment

Examples showcasing model deployment

Model Deployment Examples

Deploy machine learning models to Algorithmia, in any framework.

Table of Contents

• Using Algorithmia Github Action for Continuous Deployment of an ML model and its serving layer
  • to an Algorithmia algorithm backed by Algorithmia
  • to an Algorithmia algorithm backed by Github
• Deploying an ML model and its serving layer via Jenkins CI/CD
• Simple Publish of an Algorithm pre-created via the Web Interface
• Tensorflow Text Classification & Model Deployment with Jupyter Notebooks
• Train an XGBoost Model on Jupyter notebook & Deploy to Algorithmia

See also

• Algorithm Management documentation
• Algorithm Management API